iCEDQ is a powerful data mitigation and ETL/Data Warehouse testing automation solution designed to give users total control on how they verify as well as compare data sets. With iCEDQ, they can build various types of tests or rules for data set validation and comparison.
Developers extract production and monitoring data from multiple sources and then load them into various data lakes or warehouses. iCEDQ helps developers automate the validation of the ETL processes and comb through these processes for duplicates and formats. The software allows them to streamline the reconciliation of data between source and target to ensure its accuracy, thus making the data valuable and actionable.
For data migration purposes, iCEDQ allows for the fast and accurate migration of data from dated legacy systems to new ones via automated reconciliation and certification. iCEDQ can be utilized to monitor production pipelines for data compliance and it instantly alerts users whenever a data issue arise.
Show MoreBuilt for Data-Centric Processes and Projects
iCEDQ is a unique data quality assurance and test automation software designed specifically for processes and projects that are centered mainly on data like data migration and conversion, ETL/data warehouse, and CRM. It is built to effectively and accurate test and verify ETL processes and migration as well as monitor production data processes.
Comprehensive Requirements and Test Case Management Capabilities
iCEDQ is designed to support test case management and requirements, capable of associating them to physical rules or tests to determine the ETL Process’ veracity as well as its success or failure. It can also create rules for data testing and validation of an ETL process.
Successful Data Migration
Data migration is a complex and tedious task as it requires the replication of the data structure of the source database to its new system. A single error in the replication process can result in format issues, data truncation, or worse, data migration failure.
iCEDQ automates the testing of the data migration process and provides pre-checks of the target data scheme structure. It verifies and reconciles data structure between the data source and the target database so that format and structure issues are dealt with prior to migration, ensuring data migration success.
Show MoreProblem #1: Testing data across different systems
Companies have data sitting in multiple different databases and file formats. When they perform manual testing, they have to either eyeball the data comparison or bring the data in excel to compare. That causes human errors and also puts a limitation on the amount of data that a user can test.
Solution: In-Memory Engine
The iCEDQ engine pulls data from different data sources into the memory and compares the data effectively. It allows users to compare the full volume of data and also automates the testing for them.
Problem #2: Regression Testing
Regression testing becomes impossible in the case of manual effort.
Solution: Regression Pack
In iCEDQ users can create a Regression Pack to which they can add as many rules as they want and automate tits execution by scheduling.
Problem #3: No Integration with Data Pipelines
When performing manual testing, it is impossible to integrate it with another tool in the enterprise.
Solution: Rest API
In iCEDQ users consume the Rest API to execute and integrate iCEDQ with any enterprise tool. Users can also automate the execution by adding iCEDQ to there data pipeline for execution.


Because businesses have special business wants, it is only sensible that they avoid paying for a one-size-fits-all, ”best” system. At any rate, it is futile to try to find such a software solution even among sought-after software solutions. The correct thing to do is to shortlist the several essential aspects that need consideration like major features, price plans, skill competence of staff, organizational size, etc. Then, you must conduct the product research fully. Read these iCEDQ review articles and look over each of the solutions in your shortlist more closely. Such well-rounded research ascertains you take out mismatched applications and pay for the one which has all the features your company requires for optimal results.
Position of iCEDQ in our main categories:
iCEDQ is one of the top 500 Business Intelligence Software products
If you are considering iCEDQ it may also be a good idea to check out other subcategories of Business Intelligence Software gathered in our database of B2B software reviews.
It is crucial to note that almost no app in the Business Intelligence Software category will be an ideal solution able to meet all the needs of different business types, sizes and industries. It may be a good idea to read a few iCEDQ Business Intelligence Software reviews first as specific software might dominate exclusively in a really small set of applications or be designed with a really specific type of industry in mind. Others can work with an idea of being simple and intuitive and consequently lack advanced elements desired by more experienced users. There are also services that focus on a wide group of users and give you a complex feature base, but that in most cases comes at a more significant price of such a service. Ensure you're aware of your needs so that you choose a solution that has exactly the functionalities you look for.
iCEDQ Pricing Plans:
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iCEDQ Pricing Plans:
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Contact iceDQ for information on their basic and enterprise pricing packages. You can also sign up for a free trial to see if the software matches for your business.
We realize that when you make a decision to buy a Business Intelligence Software it’s important not only to find out how experts evaluate it in their reviews, but also to discover whether the actual users and enterprises that use this software are genuinely content with the service. Because of that need we’ve created our behavior-based Customer Satisfaction Algorithm™ that aggregates customer reviews, comments and iCEDQ reviews across a wide array of social media sites. The data is then displayed in a simple to understand form indicating how many customers had positive and negative experience with iCEDQ. With that information at hand you will be equipped to make an informed purchasing choice that you won’t regret.
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iCEDQ integrates with the following business systems and applications:
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